Machine Learning with Bagging and Boosting
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ISBN-13:
9781726736121
Veröffentl:
2018
Erscheinungsdatum:
04.10.2018
Seiten:
58
Autor:
Robert Collins
Gewicht:
91 g
Format:
229x152x3 mm
Sprache:
Englisch
Beschreibung:
This book is an exploration of machine learning. It focuses on Bagging and Boosting machine learning algorithms, which belong to the category of ensemble learning. The author helps you firstly familiarize yourself with the ensemble method. The various aspects of the decision tree algorithm have been explored in detail. Then the author guides you on how to create and use bagged trees in machine learning. The random forest algorithm has been discussed in depth. The various types of Boosting algorithms have been explored. The author has given practical examples including mathematics and programming. Each of these examples is accompanied by clear explanation. Here is a preview of what you'll learn:
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